Skills/ClawHub/smyx-classroom-engagement-analysis-analysis

smyx-classroom-engagement-analysis-analysis@1.0.17

VERIFIED· install only

Publisher claims: "Using a fixed classroom camera, the system analyzes students' facial expressions (focused, confused, happy, frustrated, bored, etc.), computes a class-level overall engagement score (0-100), and can identify low-engagement student positions (no identity stored — for real-time teacher reminders only). Real-time analysis provides engagement heatmaps and abnormal alerts. | 通过教室固定摄像头,分析学生面部表情(专注、困惑、开心、沮丧、无聊等),计算班级整体参与度评分(0-100分),并可识别出参与度较低的学生个体(不存储身份,仅用于实时提醒)。该技能可辅助教师调整教学节奏,关注学习困难学生。" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry ClawHubPublisher 18072937735 · publishing for 138 daysInstalls 2,346Last detonated 6d ago
$clawhub install smyx-classroom-engagement-analysis-analysis
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Coverage

Nothing executable in the bundle ran; the trace covers the install step only.
Tested
every file read, file written and host contacted by what ran
Not tested
use of the skill by an agent

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (1 scenario; nothing executable in the bundle ran; the trace covers the install step only) on 2026-11-08 and scored it 91/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 1 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.0sprocessscript backend runs setup only
0.0sprocessscript backend runs setup only
0.0sprocessno install scripts to re-run

Static findings

MEDIUM
Python subprocess execution detectedskills/smyx_common/scripts/skill.py:61 · Python subprocess execution detected# result = subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
LOW
URL to a private-network addressskills/smyx_common/scripts/config-dev.yaml:2 · URL to a private-network address — a LAN or development targetbase-url-open-api: "http://192.168.1.234:9601/smyx-open-api"Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
LOW
URL to a private-network addressskills/smyx_common/scripts/config-dev.yaml:3 · URL to a private-network address — a LAN or development targetbase-url-open-h5: "http://192.168.1.234:4100"Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
LOW
URL to a private-network addressskills/smyx_common/scripts/config-dev.yaml:4 · URL to a private-network address — a LAN or development targetbase-url-health: "http://192.168.1.234:7070/jeecg-boot-xzgz"Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07

Cost to the agent

Instructions loaded
≈1,724 tok
1 file · 30 in bundle

Tokens estimated at four characters each. Skills load their instruction text when triggered; the figure is what that costs.

Known vulnerabilities

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.